Reinforcement Learning

Neuro-Cognitive Reward Modeling for Human-Centered Autonomous Vehicle Control CVPR 2026 NIL: No-data Imitation Learning CVPR 2026 No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts WACV 2026 No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning ACL 2026 Object-Centric Latent Action Learning AAAI 2026 Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026 Obstruction Reasoning for Robotic Grasping CVPR 2026 Offline Fictitious Self-Play for Competitive Games AAAI 2026 Offline Meta-Reinforcement Learning with Flow-Based Task Inference and Adaptive Correction of Feature Overgeneralization AAAI 2026 Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026 Offline Reinforcement Learning for Rotation Profile Control in Tokamaks L4DC 2026 OffRIPP: Offline RL-based Informative Path Planning L4DC 2026 OneFont: A Unified Agent for End-to-End Font Creation AAAI 2026 One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow AAAI 2026 On the Exponential Convergence for Offline RLHF with Pairwise Comparisons AAAI 2026 On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning ACL 2026 On the Hidden Objective Biases of Group-based Reinforcement Learning ACL 2026 Opening the Sim-to-Real Door for Humanoid Pixel-to-Action Policy Transfer CVPR 2026 OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray Analysis CVPR 2026 OR-R1: Automating Modeling and Solving of Operations Research Optimization Problem via Test-Time Reinforcement Learning AAAI 2026 Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Policy AAAI 2026 PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling CVPR 2026 PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning CVPR 2026 Partial Action Replacement: Tackling Distribution Shift in Offline MARL AAAI 2026 Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models AAAI 2026